Generative AI buzz has reached peak levels, and the last month has offered dozens of articles diving into the latest and greatest in AI. Check out our roundup of the top AI and MLOps articles for April 2023!
The Next Stack: Generative AI from an Investor Perspective
We're in the early innings of the next generational shift. Insight Partners explores the evolving generative AI stack and what they're most excited about: https://insightpartners.com/ideas/generative-ai-stack/
DeepMind’s CEO Helped Take AI Mainstream. Now He’s Urging Caution.
“When it comes to very powerful technologies — and obviously AI is going to be one of the most powerful ever — we need to be careful." Demis Hassabis, Founder and CEO of DeepMind, urges careful consideration of AI's impact on society: https://time.com/6246119/demis-hassabis-deepmind-interview/
Essential Guide to Foundation Models and Large Language Models
Foundation models are pretrained, generalized, adaptable, large, and self-supervised. Explore their flavors, opportunities and limitations, and the overall LLM and Generative AI stack: https://thebabar.medium.com/essential-guide-to-foundation-models-and-large-language-models-27dab58f7404
LLMOps: The Future of MLOps for Generative AI
The release of GPT-4 offers a glimpse of how AI will transform every industry. But operationalizing generative AI at scale requires a new workflow for model training, selection, and deployment - introducing LLMOps: https://www.fiddler.ai/blog/llmops-the-future-of-mlops-for-generative-ai
The Generative AI Lifecycle
Enterprise generative AI needs to be reproducible, scalable, and responsible, while minimizing risks. This requires an augmentation of the MLOps lifecycle to leverage generative AI: https://dr-arsanjani.medium.com/the-generative-ai-life-cycle-fb2271a70349
Explainable AI, Explained
There's a major issue plaguing tech — people don’t understand why models make the decisions they do. Learn what explainable AI is, why it matters, and how it works, including common XAI use cases: https://builtin.com/artificial-intelligence/explainable-ai
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